Edge computing with Kubernetes fails not because of technical limitations, but because most tools treat edge deployments as exceptions rather than core infrastructure. Traditional cloud-native tooling assumes stable connectivity and centralized control, which breaks down in warehouses, factories, and remote sites. This creates

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